The table below presents the specifications of different the representation we use in this project. The last column refers to the name we use for the specific feature in config.
| Backbone | Obj. | Data | DATA.FEATURE |
|---|---|---|---|
| ResNet-50 | Supervised | ImageNet | imagenet_supervised |
| ResNet-50 | Supervised | iNat2021 | inat2021_supervised |
| ResNet-50 | Supervised | iNat2021-mini | inat2021_mini_supervised |
| ResNet-50 | MoCo-v2 | ImageNet | imagenet_moco_v2 |
| ResNet-50 | MoCo-v3 | ImageNet | mocov3_rn50 |
| ResNet-50 | SwAV | ImageNet | imagenet_swav |
| ResNet-50 | DINO | ImageNet | dino_resnet50 |
| ResNet-50 | BarlowTwins | ImageNet | imagenet_barlowtwins |
| ViT-B/16 | Supervised | ImageNet | sup_vitb16_224 |
| ViT-L/16 | Supervised | ImageNet | sup_vitl16_224 |
| ViT-S/16 | DINO | ImageNet | dino_vits16 |
| ViT-S/16 | MoCo-v3 | ImageNet | mocov3_vits |
| ViT-B/16 | DINO | ImageNet | dino_vitb16 |
| ViT-B/16 | MoCo-v3 | ImageNet | mocov3_vitb |
| Swin-T | Supervised | ImageNet | swint_imagenet |
| Swin-S | Supervised | ImageNet | swins_imagenet |
| Swin-B | Supervised | ImageNet | swinb_imagenet_224 |
| Swin-T | MoBY | ImageNet | swint_imagenet_ssl |